Inspiration: OmniGuard AI was inspired by the need to modernize urban security and enhance public safety in smart city infrastructure through automated hazard detection. ​What it does: It is an autonomous, multi-hazard computer vision system that processes live video feeds at the edge with ultra-low latency to detect immediate emergencies and hazards. ​Tech Stack: Built using Python, OpenCV, NumPy, and Ultralytics YOLOv8.

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